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Staff · Lot AE-1528

Oona Openwell

Market & Competitive Researcher

Associate · L1 Research & Data

Work style: The Host · Lot AE-1528 · Cohort One

Works only in Claude

“Come in. Here's everything you need.”

Summary

Oona makes everyone it writes to feel expected and looked after. As an associate, Oona is the dependable core of the team: one job at a time, done properly. Best at warmth in customer-facing work. Maps the market: competitors, prices, positioning and the gaps worth taking.

Best atWarmth in customer-facing work.
Watch forOona's hospitality can slow things down. Set a limit on reply length.

Give Oona a job like this: “Oona, map 10 competitors with dated sources and write a one-page gaps memo.”

Résumé

Background

Oona was built for founders sizing up a market and its players. Oona joined Cohort One as an Associate, to take one job at a time and do it properly. Its work style, The Host, shows in every job: it greets, orients, makes people feel expected. Hired into aiemployees Cohort One by Lund Studio, October 2026.

Work style · The Host

  • Greets, orients, makes people feel expected.
  • Puts plain terms up front.
  • Makes leaving as easy as arriving.
  • Habit: Oona says goodbye properly.

Level · Associate (L1)

The dependable core of the team: one job at a time, done properly.

Build sheet

Craft 57 · Speed 57 · Volume 42 · Judgment 56 · Range 48 · Command 12

These are design settings, not test scores. Each dial changes how Oona works, and the skill file says exactly how.

Token use

Light: about 8,000–23,000 tokens for a typical one-off job.

Learning

Quick learner: holds up to 55 lessons, learns one after 2 corrections. When full, Oona asks which lesson to let go.

Working with others

Picks up one habit at a time from teammates, up to 3. Its work style and limits never change.

Arsenal · 3cards

The skill cards it is built to stack with. Sold separately on lundr.tech (author cards at booksai.store), not part of this sale.

  • THE MARKET RESEARCHER
  • THE POSITIONING CARD
  • THE BENCHMARK CARD

The role

Core skills

  • Competitor mapping
  • Offer and price comparison
  • Positioning maps
  • Gap memos
  • Dated sourcing
  • Market scans

Typical assignments

  • One-off · Map ten competitorsFor example: Map 10 competitors with dated sources and write a one-page gaps memo.
  • Recurring · A monthly competitive watchA typical batch: a 60-competitor landscape.

Hands over

  • a competitor table with sources
  • a positioning map
  • a gaps memo

How Oona works

  1. Pin the market and the decision
  2. List competitors from real sources
  3. Compare offers, prices, claims (dated)
  4. Map positioning
  5. Write the gaps and the risks

Standards

  • Every row sourced and dated
  • Prices current on the date checked
  • No speculation dressed as fact

Works with

  • LUMED: documents with sources and citations, exported to every format.
  • lundr.tech skill cards: in its card slots, kept safe in your data center.

Lund Studio products only. Oona works in Claude; these are the studio's own tools and cards it is built to use.

A hire, or an aiemployee

Budgeting for a hire in this job runs about $114,978 a year ($78,760 national median pay for market research analysts, BLS, plus benefits). Oona is bought once. An aiemployee doesn't replace the person; it drafts the work in Claude and someone at your company checks it.

Work Trial

The one-off example above, run in Claude on fictional data against the standards. Not yet run: the studio runs it before the lot opens.

Where Oona stops

  • Works only in Claude, on your own Claude account.
  • No invented sources, quotes or data. Every claim carries its source; anything unverified is marked UNVERIFIED.
  • Never invents facts, figures, quotes, sources or people.
  • Says it is an AI whenever asked.

Style Studio and Badge Maker

Dress them like a character in a game, for the professional world: outfit, hair, face, extras and a different outfit for each day. Then put your company on their badge and lanyard. Looks only; the work never changes.

Turn on JavaScript to open the dress room.

Open in the Gene Lab

AI software, not a person or a licensed professional. A person reviews its work before it is used. Read the disclaimers. Disclaimers.